{"type":"script","doc_desc":{"producers":[{"name":"Reproducibility WBG","abbr":"DIME","affiliation":"World Bank - Development Impact Department","role":"Verification and preparation of metadata"}],"prod_date":"2024-04-10","version":"1"},"project_desc":{"authoring_entity":[{"name":"Francisco Arias","affiliation":"World Bank","email":"fariasvazquez@worldbank.org"},{"name":"Daniel Lederman","affiliation":"World Bank","email":"dlederman@worldbank.org"}],"output":[{"type":"Working paper","title":"Plant Closings and the Labor Market Outcomes of Displaced Workers: Evidence from Mexico","description":"Policy Research Working Paper (PRWP) 10536","doi":"http:\/\/dx.doi.org\/10.1596\/1813-9450-10536","uri":"http:\/\/documents.worldbank.org\/curated\/en\/099226408032390595\/IDU0e06fdef30c64304e2d0a1f702d1d1df97c78"}],"datasets":[{"name":"National Survey of Occupation and Employment (ENOE), population aged 15 years and over from Mexico's National Institute of Statistics and Geography (INEGI)","uri":"https:\/\/www.inegi.org.mx\/programas\/enoe\/15ymas\/","note":"Data was accessed on May 2023. Data is quarterly and corresponds to the years 2005-2018. Raw data files are stored in the folder \"ENOE\".","access_type":"Data is public and included in the reproducibility package."}],"software":[{"name":"Stata","version":"18"}],"scripts":[{"file_name":"RR_MEX_2023_10-v02","zip_package":"RR_MEX_2023_10-v02.rar","title":"Reproducibility package for Plant Closings and the Labor Market Outcomes of Displaced Workers: Evidence from Mexico","date":"2024-04","dependencies":"outreg2, parmest, nsplit.All dependency files are included in the folder Dofiles_231023\/ado of the reproducibility package.","instructions":"See README in reproducibility package.","notes":"Computational reproducibility verified by Development Impact (DIME) Analytics team, World Bank."}],"title_statement":{"idno":"RR_MEX_2023_10","title":"Reproducibility package for Plant Closings and the Labor Market Outcomes of Displaced Workers: Evidence from Mexico"},"production_date":"2024-02","abstract":"This paper investigates the impacts of job displacement on subsequent labor market outcomes, focusing on differentiated effects by educational groups and gender. The findings show that job separations caused by plant closings result in sizable and long-lasting wage reductions, with an average decline of -7.5 percent over a nine-year period relative to workers who did not experience job losses. A stronger effect is estimated for highly educated workers than for low educated workers, with initial effects being 18.4 and 9 percent wage drops, respectively. For working hours, the effect on low educated workers is double the effect on highly educated workers, with 3.0 and 1.5 additional hours per week, respectively. Using the rotating panel of the survey, difference in differences coefficients are estimated, removing time-invariant individual heterogeneity. Compared to ordinary least squares, the difference in differences estimates reduce the magnitude of the average impacts of plant closing on wages, from -7.5 to -4.7 percent, and on working hours from 1.4 to 0.53 additional hours. These results suggest that the ordinary least squares estimates are upwardly biased due to omitted individual worker heterogeneity. The paper discusses another potential remaining source of endogeneity concerning the quality of the match between employers and workers.","geographic_units":[{"name":"Mexico","code":"MEX"}],"keywords":[{"name":"labor market"},{"name":"job displacement"},{"name":"wages"},{"name":"education"},{"name":"difference in difference"}],"topics":[{"id":"I26","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","name":"Returns to Education","parent_id":"I2","vocabulary":"Journal of Economic Literature (JEL)"},{"id":"J01","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","parent_id":"J","name":"Labor Economics: General","vocabulary":"Journal of Economic Literature (JEL)"},{"id":"J30","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","parent_id":"J3","name":"Wages, Compensation, and Labor Costs - General","vocabulary":"Journal of Economic Literature (JEL)"},{"id":"J60","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","parent_id":"J6","name":"Mobility, Unemployment, Vacancies, and Immigrant Workers - General","vocabulary":"Journal of Economic Literature (JEL)"}],"data_statement":"All data used are public and included in the reproducibility package.","repository_uri":[{"name":"Reproducible Research Repository (World Bank)","uri":"https:\/\/reproducibility.worldbank.org"}],"technology_requirements":"Runtime: 3 hours","technology_environment":"Paper exhibits were reproduced in a computer with these specifications:\n\u2013 OS: Windows 10 Enterprise, version 21H2\n\u2013 Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.9GHz\n\u2013 Memory available: 128 GB\n\u2013 Software version: StataMP 18","disclaimer":"The materials in the reproducibility packages are distributed as they were prepared by the staff of the International Bank for Reconstruction and Development\/The World Bank. The findings, interpretations, and conclusions expressed in this event do not necessarily reflect the views of the World Bank, the Executive Directors of the World Bank, or the governments they represent. The World Bank does not guarantee the accuracy of the materials included in the reproducibility package.","license":[{"name":"Modified BSD3","uri":"https:\/\/opensource.org\/license\/bsd-3-clause\/"}],"contacts":[{"affiliation":"World Bank","name":"Francisco Arias","email":"fariasvazquez@worldbank.org"},{"name":"Reproducibility WBG","email":"reproducibility@worldbank.org","affiliation":"World Bank"}]},"tags":[{"tag":"DOI"}],"schematype":"script"}